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Combining-review-tags-based-on-meaning

The files

  • model.py coontains the code used to process the data to get tags and process the tags to get the desired output

πŸ“„ Abstract

Customers write product reviews on ecommerce websites like Amazon. Amazon processes the reviews to generate commonly occurring tags. But, there exist multiple tags referring to the same thing.

Tag #Reviews
Fingerprint - 119
Fingerprint reader - 52
Fingerprint sensor - 24
Fingerprint scanner - 18

These 4 tags refer to the same thing. Ideally there should be only one tag - fingerprint reader that combines all other fingerprint related tags and maps to the corresponding reviews.

🎯 Objective

Create algorithm to combine review tags based on meaning.

πŸ“š Tech stack

  • Python
  • GIT
  • Github

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